Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 33332 |
| Missing cells | 19216 |
| Missing cells (%) | 3.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 5.1 MiB |
| Average record size in memory | 160.0 B |
Variable types
| Numeric | 14 |
|---|---|
| Categorical | 5 |
gcs_eye_opening is highly overall correlated with gcs_motor_response and 1 other fields | High correlation |
gcs_motor_response is highly overall correlated with gcs_eye_opening and 1 other fields | High correlation |
gcs_verbal_response is highly overall correlated with gcs_eye_opening and 1 other fields | High correlation |
gender is highly overall correlated with height_cm | High correlation |
height_cm is highly overall correlated with gender | High correlation |
non_invasive_blood_pressure_diastolic is highly overall correlated with non_invasive_blood_pressure_mean | High correlation |
non_invasive_blood_pressure_mean is highly overall correlated with non_invasive_blood_pressure_diastolic | High correlation |
ethnicity is highly imbalanced (58.0%) | Imbalance |
pH_dipstick has 18615 (55.8%) missing values | Missing |
Reproduction
| Analysis started | 2023-12-18 20:21:03.873954 |
|---|---|
| Analysis finished | 2023-12-18 20:21:54.498425 |
| Duration | 50.62 seconds |
| Software version | ydata-profiling vv4.6.3 |
| Download configuration | config.json |
age
Real number (ℝ)
| Distinct | 73 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 63.636715 |
| Minimum | 18 |
|---|---|
| Maximum | 91 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 520.8 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 33 |
| Q1 | 54 |
| median | 65 |
| Q3 | 75 |
| 95-th percentile | 87 |
| Maximum | 91 |
| Range | 73 |
| Interquartile range (IQR) | 21 |
Descriptive statistics
| Standard deviation | 15.854195 |
|---|---|
| Coefficient of variation (CV) | 0.24913597 |
| Kurtosis | -0.082222898 |
| Mean | 63.636715 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | -0.53837329 |
| Sum | 2121139 |
| Variance | 251.35549 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 91 | 919 | 2.8% |
| 67 | 899 | 2.7% |
| 68 | 885 | 2.7% |
| 66 | 884 | 2.7% |
| 63 | 869 | 2.6% |
| 62 | 863 | 2.6% |
| 70 | 856 | 2.6% |
| 64 | 846 | 2.5% |
| 71 | 813 | 2.4% |
| 65 | 811 | 2.4% |
| Other values (63) | 24687 |
| Value | Count | Frequency (%) |
| 18 | 36 | 0.1% |
| 19 | 56 | |
| 20 | 100 | |
| 21 | 91 | |
| 22 | 93 | |
| 23 | 129 | |
| 24 | 103 | |
| 25 | 107 | |
| 26 | 107 | |
| 27 | 130 |
| Value | Count | Frequency (%) |
| 91 | 919 | |
| 89 | 197 | 0.6% |
| 88 | 315 | 0.9% |
| 87 | 375 | |
| 86 | 390 | |
| 85 | 483 | |
| 84 | 531 | |
| 83 | 539 | |
| 82 | 576 | |
| 81 | 592 |
gender
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 520.8 KiB |
| M | |
|---|---|
| F |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 33332 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | F |
|---|---|
| 2nd row | M |
| 3rd row | F |
| 4th row | M |
| 5th row | F |
Common Values
| Value | Count | Frequency (%) |
| M | 19913 | |
| F | 13419 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| m | 19913 | |
| f | 13419 |
Most occurring characters
| Value | Count | Frequency (%) |
| M | 19913 | |
| F | 13419 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 33332 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 19913 | |
| F | 13419 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 33332 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| M | 19913 | |
| F | 13419 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 33332 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| M | 19913 | |
| F | 13419 |
ethnicity
Categorical
IMBALANCE 
| Distinct | 33 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 520.8 KiB |
| WHITE | |
|---|---|
| UNKNOWN | |
| BLACK/AFRICAN AMERICAN | |
| OTHER | 991 |
| WHITE - OTHER EUROPEAN | 583 |
| Other values (28) |
Length
| Max length | 41 |
|---|---|
| Median length | 5 |
| Mean length | 8.5303912 |
| Min length | 5 |
Characters and Unicode
| Total characters | 284335 |
|---|---|
| Distinct characters | 27 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | WHITE |
|---|---|
| 2nd row | WHITE |
| 3rd row | WHITE |
| 4th row | WHITE |
| 5th row | BLACK/AFRICAN AMERICAN |
Common Values
| Value | Count | Frequency (%) |
| WHITE | 21948 | |
| UNKNOWN | 3288 | 9.9% |
| BLACK/AFRICAN AMERICAN | 2688 | 8.1% |
| OTHER | 991 | 3.0% |
| WHITE - OTHER EUROPEAN | 583 | 1.7% |
| UNABLE TO OBTAIN | 463 | 1.4% |
| HISPANIC/LATINO - PUERTO RICAN | 363 | 1.1% |
| ASIAN | 326 | 1.0% |
| HISPANIC OR LATINO | 310 | 0.9% |
| ASIAN - CHINESE | 265 | 0.8% |
| Other values (23) | 2107 | 6.3% |
Length
| Value | Count | Frequency (%) |
| white | 22926 | |
| unknown | 3288 | 7.3% |
| black/african | 2819 | 6.3% |
| american | 2809 | 6.2% |
| 2275 | 5.1% | |
| other | 1626 | 3.6% |
| asian | 1009 | 2.2% |
| hispanic/latino | 812 | 1.8% |
| to | 705 | 1.6% |
| european | 657 | 1.5% |
| Other values (38) | 6088 | 13.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| I | 36442 | |
| E | 32667 | |
| T | 28448 | |
| W | 26508 | |
| H | 26191 | |
| A | 23996 | |
| N | 23853 | |
| 11682 | 4.1% | |
| C | 11647 | 4.1% |
| R | 10309 | 3.6% |
| Other values (17) | 52592 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 266296 | |
| Space Separator | 11682 | 4.1% |
| Other Punctuation | 4082 | 1.4% |
| Dash Punctuation | 2275 | 0.8% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 36442 | |
| E | 32667 | |
| T | 28448 | |
| W | 26508 | |
| H | 26191 | |
| A | 23996 | |
| N | 23853 | |
| C | 11647 | 4.4% |
| R | 10309 | 3.9% |
| O | 9201 | 3.5% |
| Other values (14) | 37034 |
Space Separator
| Value | Count | Frequency (%) |
| 11682 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 4082 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2275 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 266296 | |
| Common | 18039 | 6.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| I | 36442 | |
| E | 32667 | |
| T | 28448 | |
| W | 26508 | |
| H | 26191 | |
| A | 23996 | |
| N | 23853 | |
| C | 11647 | 4.4% |
| R | 10309 | 3.9% |
| O | 9201 | 3.5% |
| Other values (14) | 37034 |
Common
| Value | Count | Frequency (%) |
| 11682 | ||
| / | 4082 | 22.6% |
| - | 2275 | 12.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 284335 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| I | 36442 | |
| E | 32667 | |
| T | 28448 | |
| W | 26508 | |
| H | 26191 | |
| A | 23996 | |
| N | 23853 | |
| 11682 | 4.1% | |
| C | 11647 | 4.1% |
| R | 10309 | 3.6% |
| Other values (17) | 52592 |
admission_type
Categorical
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 520.8 KiB |
| EW EMER. | |
|---|---|
| URGENT | |
| SURGICAL SAME DAY ADMISSION | |
| OBSERVATION ADMIT | |
| ELECTIVE | |
| Other values (4) | 1525 |
Length
| Max length | 27 |
|---|---|
| Median length | 8 |
| Mean length | 11.074313 |
| Min length | 6 |
Characters and Unicode
| Total characters | 369129 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | EW EMER. |
|---|---|
| 2nd row | EW EMER. |
| 3rd row | EW EMER. |
| 4th row | EW EMER. |
| 5th row | EW EMER. |
Common Values
| Value | Count | Frequency (%) |
| EW EMER. | 15506 | |
| URGENT | 6976 | |
| SURGICAL SAME DAY ADMISSION | 4016 | 12.0% |
| OBSERVATION ADMIT | 3719 | 11.2% |
| ELECTIVE | 1590 | 4.8% |
| DIRECT EMER. | 1378 | 4.1% |
| EU OBSERVATION | 91 | 0.3% |
| DIRECT OBSERVATION | 48 | 0.1% |
| AMBULATORY OBSERVATION | 8 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| emer | 16884 | |
| ew | 15506 | |
| urgent | 6976 | |
| surgical | 4016 | 6.1% |
| same | 4016 | 6.1% |
| day | 4016 | 6.1% |
| admission | 4016 | 6.1% |
| observation | 3866 | 5.8% |
| admit | 3719 | 5.6% |
| elective | 1590 | 2.4% |
| Other values (3) | 1525 | 2.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 70419 | |
| R | 33176 | 9.0% |
| 32798 | 8.9% | |
| M | 28643 | 7.8% |
| A | 23665 | 6.4% |
| I | 22649 | 6.1% |
| S | 19930 | 5.4% |
| T | 17585 | 4.8% |
| . | 16884 | 4.6% |
| W | 15506 | 4.2% |
| Other values (10) | 87874 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 319447 | |
| Space Separator | 32798 | 8.9% |
| Other Punctuation | 16884 | 4.6% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 70419 | |
| R | 33176 | |
| M | 28643 | |
| A | 23665 | 7.4% |
| I | 22649 | 7.1% |
| S | 19930 | 6.2% |
| T | 17585 | 5.5% |
| W | 15506 | 4.9% |
| N | 14858 | 4.7% |
| D | 13177 | 4.1% |
| Other values (8) | 59839 |
Space Separator
| Value | Count | Frequency (%) |
| 32798 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 16884 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 319447 | |
| Common | 49682 | 13.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| E | 70419 | |
| R | 33176 | |
| M | 28643 | |
| A | 23665 | 7.4% |
| I | 22649 | 7.1% |
| S | 19930 | 6.2% |
| T | 17585 | 5.5% |
| W | 15506 | 4.9% |
| N | 14858 | 4.7% |
| D | 13177 | 4.1% |
| Other values (8) | 59839 |
Common
| Value | Count | Frequency (%) |
| 32798 | ||
| . | 16884 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 369129 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| E | 70419 | |
| R | 33176 | 9.0% |
| 32798 | 8.9% | |
| M | 28643 | 7.8% |
| A | 23665 | 6.4% |
| I | 22649 | 6.1% |
| S | 19930 | 5.4% |
| T | 17585 | 4.8% |
| . | 16884 | 4.6% |
| W | 15506 | 4.2% |
| Other values (10) | 87874 |
first_careunit
Categorical
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 520.8 KiB |
| Cardiac Vascular Intensive Care Unit (CVICU) | |
|---|---|
| Medical Intensive Care Unit (MICU) | |
| Medical/Surgical Intensive Care Unit (MICU/SICU) | |
| Coronary Care Unit (CCU) | |
| Surgical Intensive Care Unit (SICU) | |
| Other values (4) |
Length
| Max length | 48 |
|---|---|
| Median length | 44 |
| Mean length | 35.876785 |
| Min length | 14 |
Characters and Unicode
| Total characters | 1195845 |
|---|---|
| Distinct characters | 30 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Trauma SICU (TSICU) |
|---|---|
| 2nd row | Coronary Care Unit (CCU) |
| 3rd row | Coronary Care Unit (CCU) |
| 4th row | Cardiac Vascular Intensive Care Unit (CVICU) |
| 5th row | Medical/Surgical Intensive Care Unit (MICU/SICU) |
Common Values
| Value | Count | Frequency (%) |
| Cardiac Vascular Intensive Care Unit (CVICU) | 9467 | |
| Medical Intensive Care Unit (MICU) | 6141 | |
| Medical/Surgical Intensive Care Unit (MICU/SICU) | 4596 | |
| Coronary Care Unit (CCU) | 4533 | |
| Surgical Intensive Care Unit (SICU) | 3680 | 11.0% |
| Trauma SICU (TSICU) | 3573 | 10.7% |
| Neuro Surgical Intensive Care Unit (Neuro SICU) | 724 | 2.2% |
| Neuro Intermediate | 434 | 1.3% |
| Neuro Stepdown | 184 | 0.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| care | 29141 | |
| unit | 29141 | |
| intensive | 24608 | |
| cardiac | 9467 | 5.8% |
| vascular | 9467 | 5.8% |
| cvicu | 9467 | 5.8% |
| sicu | 7977 | 4.9% |
| medical | 6141 | 3.7% |
| micu | 6141 | 3.7% |
| micu/sicu | 4596 | 2.8% |
| Other values (9) | 27896 |
Most occurring characters
| Value | Count | Frequency (%) |
| 130710 | 10.9% | |
| a | 98859 | 8.3% |
| C | 98024 | 8.2% |
| e | 92646 | 7.7% |
| n | 83508 | 7.0% |
| i | 83387 | 7.0% |
| r | 72214 | 6.0% |
| U | 70024 | 5.9% |
| I | 61392 | 5.1% |
| t | 54801 | 4.6% |
| Other values (20) | 350280 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 686125 | |
| Uppercase Letter | 304390 | |
| Space Separator | 130710 | 10.9% |
| Close Punctuation | 32714 | 2.7% |
| Open Punctuation | 32714 | 2.7% |
| Other Punctuation | 9192 | 0.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 98859 | |
| e | 92646 | |
| n | 83508 | |
| i | 83387 | |
| r | 72214 | |
| t | 54801 | |
| c | 38671 | 5.6% |
| s | 34075 | 5.0% |
| l | 29204 | 4.3% |
| v | 24608 | 3.6% |
| Other values (8) | 74152 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 98024 | |
| U | 70024 | |
| I | 61392 | |
| S | 25330 | 8.3% |
| M | 21474 | 7.1% |
| V | 18934 | 6.2% |
| T | 7146 | 2.3% |
| N | 2066 | 0.7% |
Space Separator
| Value | Count | Frequency (%) |
| 130710 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 32714 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 32714 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 9192 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 990515 | |
| Common | 205330 | 17.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 98859 | |
| C | 98024 | |
| e | 92646 | 9.4% |
| n | 83508 | 8.4% |
| i | 83387 | 8.4% |
| r | 72214 | 7.3% |
| U | 70024 | 7.1% |
| I | 61392 | 6.2% |
| t | 54801 | 5.5% |
| c | 38671 | 3.9% |
| Other values (16) | 236989 |
Common
| Value | Count | Frequency (%) |
| 130710 | ||
| ) | 32714 | 15.9% |
| ( | 32714 | 15.9% |
| / | 9192 | 4.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1195845 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 130710 | 10.9% | |
| a | 98859 | 8.3% |
| C | 98024 | 8.2% |
| e | 92646 | 7.7% |
| n | 83508 | 7.0% |
| i | 83387 | 7.0% |
| r | 72214 | 6.0% |
| U | 70024 | 5.9% |
| I | 61392 | 5.1% |
| t | 54801 | 4.6% |
| Other values (20) | 350280 |
icu_los
Real number (ℝ)
| Distinct | 32351 |
|---|---|
| Distinct (%) | 97.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.0974458 |
| Minimum | 0.001550926 |
|---|---|
| Maximum | 133.66728 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 520.8 KiB |
Quantile statistics
| Minimum | 0.001550926 |
|---|---|
| 5-th percentile | 0.74658391 |
| Q1 | 1.3586429 |
| median | 2.7515451 |
| Q3 | 5.843423 |
| 95-th percentile | 17.698807 |
| Maximum | 133.66728 |
| Range | 133.66573 |
| Interquartile range (IQR) | 4.4847801 |
Descriptive statistics
| Standard deviation | 6.841475 |
|---|---|
| Coefficient of variation (CV) | 1.3421378 |
| Kurtosis | 31.569251 |
| Mean | 5.0974458 |
| Median Absolute Deviation (MAD) | 1.599838 |
| Skewness | 4.2352979 |
| Sum | 169908.06 |
| Variance | 46.805779 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.118472222 | 4 | < 0.1% |
| 1.099039352 | 4 | < 0.1% |
| 1.312164352 | 3 | < 0.1% |
| 1.187025463 | 3 | < 0.1% |
| 0.61849537 | 3 | < 0.1% |
| 1.916782407 | 3 | < 0.1% |
| 1.278356481 | 3 | < 0.1% |
| 1.869895833 | 3 | < 0.1% |
| 1.090844907 | 3 | < 0.1% |
| 1.386516204 | 3 | < 0.1% |
| Other values (32341) | 33300 |
| Value | Count | Frequency (%) |
| 0.001550926 | 1 | |
| 0.020787037 | 1 | |
| 0.027951389 | 1 | |
| 0.039814815 | 1 | |
| 0.044965278 | 1 | |
| 0.051099537 | 1 | |
| 0.051747685 | 1 | |
| 0.054085648 | 1 | |
| 0.057002315 | 1 | |
| 0.057974537 | 1 |
| Value | Count | Frequency (%) |
| 133.6672801 | 1 | |
| 124.6729398 | 1 | |
| 110.2322801 | 1 | |
| 106.3720949 | 1 | |
| 101.7262384 | 1 | |
| 99.63844907 | 1 | |
| 95.83821759 | 1 | |
| 91.01376157 | 1 | |
| 88.04150463 | 1 | |
| 86.84840278 | 1 |
hospital_expire_flag
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 520.8 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 33332 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 29314 | |
| 1 | 4018 | 12.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 29314 | |
| 1 | 4018 | 12.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 29314 | |
| 1 | 4018 | 12.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 33332 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 29314 | |
| 1 | 4018 | 12.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 33332 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 29314 | |
| 1 | 4018 | 12.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 33332 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 29314 | |
| 1 | 4018 | 12.1% |
heart_rate_mean
Real number (ℝ)
| Distinct | 26234 |
|---|---|
| Distinct (%) | 78.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 84.787242 |
| Minimum | 28.727273 |
|---|---|
| Maximum | 484.63256 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 520.8 KiB |
Quantile statistics
| Minimum | 28.727273 |
|---|---|
| 5-th percentile | 64.331148 |
| Q1 | 75.567147 |
| median | 83.915174 |
| Q3 | 93.371111 |
| 95-th percentile | 107.76271 |
| Maximum | 484.63256 |
| Range | 455.90529 |
| Interquartile range (IQR) | 17.803964 |
Descriptive statistics
| Standard deviation | 13.523472 |
|---|---|
| Coefficient of variation (CV) | 0.1594989 |
| Kurtosis | 24.090955 |
| Mean | 84.787242 |
| Median Absolute Deviation (MAD) | 8.8400978 |
| Skewness | 1.1404128 |
| Sum | 2826128.3 |
| Variance | 182.88429 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 80 | 30 | 0.1% |
| 83 | 30 | 0.1% |
| 78 | 28 | 0.1% |
| 74 | 27 | 0.1% |
| 88 | 24 | 0.1% |
| 86 | 22 | 0.1% |
| 84 | 21 | 0.1% |
| 73 | 21 | 0.1% |
| 85 | 21 | 0.1% |
| 76 | 19 | 0.1% |
| Other values (26224) | 33089 |
| Value | Count | Frequency (%) |
| 28.72727273 | 1 | |
| 33.64705882 | 1 | |
| 34.71428571 | 1 | |
| 34.84615385 | 1 | |
| 36.70454545 | 1 | |
| 36.84 | 1 | |
| 37.33333333 | 1 | |
| 39.3 | 1 | |
| 40.12 | 1 | |
| 40.75 | 1 |
| Value | Count | Frequency (%) |
| 484.6325581 | 1 | |
| 269.9160448 | 1 | |
| 187.5289331 | 1 | |
| 150.0096154 | 1 | |
| 143.3550725 | 1 | |
| 141.4558824 | 1 | |
| 141.0769231 | 1 | |
| 139.8 | 1 | |
| 139.2325581 | 1 | |
| 139 | 1 |
gcs_eye_opening
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 4750 |
|---|---|
| Distinct (%) | 14.3% |
| Missing | 12 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.4143986 |
| Minimum | 1 |
|---|---|
| Maximum | 4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 520.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2.1428571 |
| Q1 | 3.16 |
| median | 3.56983 |
| Q3 | 3.9255113 |
| 95-th percentile | 4 |
| Maximum | 4 |
| Range | 3 |
| Interquartile range (IQR) | 0.76551133 |
Descriptive statistics
| Standard deviation | 0.63138481 |
|---|---|
| Coefficient of variation (CV) | 0.18491831 |
| Kurtosis | 3.1134585 |
| Mean | 3.4143986 |
| Median Absolute Deviation (MAD) | 0.3784459 |
| Skewness | -1.6576932 |
| Sum | 113767.76 |
| Variance | 0.39864678 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 7206 | 21.6% |
| 3 | 915 | 2.7% |
| 3.5 | 857 | 2.6% |
| 3.333333333 | 509 | 1.5% |
| 3.666666667 | 483 | 1.4% |
| 3.4 | 424 | 1.3% |
| 3.25 | 405 | 1.2% |
| 1 | 381 | 1.1% |
| 3.75 | 371 | 1.1% |
| 3.2 | 364 | 1.1% |
| Other values (4740) | 21405 |
| Value | Count | Frequency (%) |
| 1 | 381 | |
| 1.006072874 | 1 | < 0.1% |
| 1.008 | 1 | < 0.1% |
| 1.008130081 | 1 | < 0.1% |
| 1.012048193 | 1 | < 0.1% |
| 1.013274336 | 1 | < 0.1% |
| 1.013793103 | 1 | < 0.1% |
| 1.014285714 | 1 | < 0.1% |
| 1.015625 | 2 | < 0.1% |
| 1.016304348 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 4 | 7206 | |
| 3.991666667 | 1 | < 0.1% |
| 3.991525424 | 2 | < 0.1% |
| 3.991304348 | 1 | < 0.1% |
| 3.99122807 | 1 | < 0.1% |
| 3.990990991 | 1 | < 0.1% |
| 3.989361702 | 1 | < 0.1% |
| 3.988372093 | 1 | < 0.1% |
| 3.988023952 | 1 | < 0.1% |
| 3.987654321 | 1 | < 0.1% |
gcs_verbal_response
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 5146 |
|---|---|
| Distinct (%) | 15.4% |
| Missing | 11 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.603425 |
| Minimum | 1 |
|---|---|
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 520.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2.6 |
| median | 3.9333333 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range (IQR) | 2.4 |
Descriptive statistics
| Standard deviation | 1.3187393 |
|---|---|
| Coefficient of variation (CV) | 0.36596829 |
| Kurtosis | -0.93355061 |
| Mean | 3.603425 |
| Median Absolute Deviation (MAD) | 1.0666667 |
| Skewness | -0.59508093 |
| Sum | 120069.72 |
| Variance | 1.7390733 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 8420 | |
| 1 | 1734 | 5.2% |
| 4 | 886 | 2.7% |
| 3.666666667 | 756 | 2.3% |
| 3 | 670 | 2.0% |
| 4.2 | 555 | 1.7% |
| 3.4 | 479 | 1.4% |
| 4.333333333 | 444 | 1.3% |
| 3.857142857 | 393 | 1.2% |
| 4.428571429 | 298 | 0.9% |
| Other values (5136) | 18686 |
| Value | Count | Frequency (%) |
| 1 | 1734 | |
| 1.002358491 | 1 | < 0.1% |
| 1.003322259 | 1 | < 0.1% |
| 1.005464481 | 1 | < 0.1% |
| 1.005617978 | 1 | < 0.1% |
| 1.005952381 | 1 | < 0.1% |
| 1.006535948 | 2 | < 0.1% |
| 1.006711409 | 1 | < 0.1% |
| 1.007246377 | 1 | < 0.1% |
| 1.008097166 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 8420 | |
| 4.995073892 | 1 | < 0.1% |
| 4.993006993 | 1 | < 0.1% |
| 4.992753623 | 2 | < 0.1% |
| 4.99 | 1 | < 0.1% |
| 4.989130435 | 1 | < 0.1% |
| 4.989010989 | 1 | < 0.1% |
| 4.988929889 | 1 | < 0.1% |
| 4.987654321 | 1 | < 0.1% |
| 4.987012987 | 5 | < 0.1% |
gcs_motor_response
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 4897 |
|---|---|
| Distinct (%) | 14.7% |
| Missing | 14 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.3775456 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 520.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3.5454545 |
| Q1 | 5.125 |
| median | 5.7184623 |
| Q3 | 6 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 0.875 |
Descriptive statistics
| Standard deviation | 0.90982566 |
|---|---|
| Coefficient of variation (CV) | 0.16918976 |
| Kurtosis | 7.0964 |
| Mean | 5.3775456 |
| Median Absolute Deviation (MAD) | 0.28153771 |
| Skewness | -2.4447198 |
| Sum | 179169.07 |
| Variance | 0.82778274 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 11691 | |
| 5 | 1036 | 3.1% |
| 5.166666667 | 659 | 2.0% |
| 5.285714286 | 533 | 1.6% |
| 5.5 | 430 | 1.3% |
| 4.75 | 402 | 1.2% |
| 5.375 | 333 | 1.0% |
| 5.666666667 | 278 | 0.8% |
| 1 | 253 | 0.8% |
| 5.444444444 | 227 | 0.7% |
| Other values (4887) | 17476 |
| Value | Count | Frequency (%) |
| 1 | 253 | |
| 1.009803922 | 1 | < 0.1% |
| 1.014925373 | 1 | < 0.1% |
| 1.018691589 | 1 | < 0.1% |
| 1.024390244 | 1 | < 0.1% |
| 1.026666667 | 2 | < 0.1% |
| 1.027777778 | 1 | < 0.1% |
| 1.035714286 | 1 | < 0.1% |
| 1.042016807 | 2 | < 0.1% |
| 1.045454545 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 6 | 11691 | |
| 5.99751861 | 1 | < 0.1% |
| 5.996309963 | 1 | < 0.1% |
| 5.996240602 | 1 | < 0.1% |
| 5.996015936 | 1 | < 0.1% |
| 5.995934959 | 1 | < 0.1% |
| 5.995454545 | 1 | < 0.1% |
| 5.99543379 | 1 | < 0.1% |
| 5.994818653 | 1 | < 0.1% |
| 5.994565217 | 1 | < 0.1% |
non_invasive_blood_pressure_diastolic
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 20602 |
|---|---|
| Distinct (%) | 62.3% |
| Missing | 276 |
| Missing (%) | 0.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 64.166881 |
| Minimum | 18 |
|---|---|
| Maximum | 195.35943 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 520.8 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 48.425595 |
| Q1 | 56.964286 |
| median | 63.3 |
| Q3 | 70.396343 |
| 95-th percentile | 82.633862 |
| Maximum | 195.35943 |
| Range | 177.35943 |
| Interquartile range (IQR) | 13.432058 |
Descriptive statistics
| Standard deviation | 10.794748 |
|---|---|
| Coefficient of variation (CV) | 0.16822927 |
| Kurtosis | 6.0019306 |
| Mean | 64.166881 |
| Median Absolute Deviation (MAD) | 6.7231664 |
| Skewness | 1.0028743 |
| Sum | 2121100.4 |
| Variance | 116.52658 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 59 | 76 | 0.2% |
| 65 | 75 | 0.2% |
| 61 | 75 | 0.2% |
| 62 | 71 | 0.2% |
| 64 | 69 | 0.2% |
| 58 | 68 | 0.2% |
| 57 | 63 | 0.2% |
| 54 | 60 | 0.2% |
| 56 | 60 | 0.2% |
| 67 | 59 | 0.2% |
| Other values (20592) | 32380 | |
| (Missing) | 276 | 0.8% |
| Value | Count | Frequency (%) |
| 18 | 1 | |
| 21.9375 | 1 | |
| 23 | 1 | |
| 26 | 1 | |
| 26.28571429 | 1 | |
| 27 | 1 | |
| 31.28571429 | 1 | |
| 31.3030303 | 1 | |
| 31.5 | 1 | |
| 32 | 1 |
| Value | Count | Frequency (%) |
| 195.3594306 | 1 | |
| 194.1052632 | 1 | |
| 186.5319149 | 1 | |
| 183.9365079 | 1 | |
| 177.619256 | 1 | |
| 174.0344828 | 1 | |
| 170.98 | 1 | |
| 169.2352941 | 2 | |
| 168.6103896 | 1 | |
| 165.5714286 | 1 |
non_invasive_blood_pressure_mean
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 20426 |
|---|---|
| Distinct (%) | 61.8% |
| Missing | 288 |
| Missing (%) | 0.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 77.2587 |
| Minimum | 24.666667 |
|---|---|
| Maximum | 195.2766 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 520.8 KiB |
Quantile statistics
| Minimum | 24.666667 |
|---|---|
| 5-th percentile | 62.100306 |
| Q1 | 69.849283 |
| median | 76.199291 |
| Q3 | 83.560351 |
| 95-th percentile | 96 |
| Maximum | 195.2766 |
| Range | 170.60993 |
| Interquartile range (IQR) | 13.711067 |
Descriptive statistics
| Standard deviation | 10.544212 |
|---|---|
| Coefficient of variation (CV) | 0.13647928 |
| Kurtosis | 1.7005129 |
| Mean | 77.2587 |
| Median Absolute Deviation (MAD) | 6.7764659 |
| Skewness | 0.66729107 |
| Sum | 2552936.5 |
| Variance | 111.18041 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 72 | 74 | 0.2% |
| 77 | 72 | 0.2% |
| 73 | 70 | 0.2% |
| 78 | 66 | 0.2% |
| 74 | 66 | 0.2% |
| 70 | 66 | 0.2% |
| 79 | 65 | 0.2% |
| 71 | 63 | 0.2% |
| 75 | 61 | 0.2% |
| 81 | 61 | 0.2% |
| Other values (20416) | 32380 | |
| (Missing) | 288 | 0.9% |
| Value | Count | Frequency (%) |
| 24.66666667 | 1 | < 0.1% |
| 30.9375 | 1 | < 0.1% |
| 31 | 1 | < 0.1% |
| 38.54545455 | 1 | < 0.1% |
| 39.42857143 | 1 | < 0.1% |
| 41 | 1 | < 0.1% |
| 41.30331754 | 2 | |
| 43 | 3 | |
| 44 | 1 | < 0.1% |
| 44.22222222 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 195.2765957 | 1 | |
| 169.6428571 | 1 | |
| 162.2926829 | 1 | |
| 158.4285714 | 1 | |
| 152.3875 | 2 | |
| 152.2207792 | 1 | |
| 141.5420561 | 1 | |
| 140.9541284 | 2 | |
| 131.9565217 | 1 | |
| 130.4493671 | 1 |
respiratory_rate
Real number (ℝ)
| Distinct | 20718 |
|---|---|
| Distinct (%) | 62.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.339948 |
| Minimum | 8.3958333 |
|---|---|
| Maximum | 63.839506 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 520.8 KiB |
Quantile statistics
| Minimum | 8.3958333 |
|---|---|
| 5-th percentile | 14.541495 |
| Q1 | 16.980344 |
| median | 19 |
| Q3 | 21.354914 |
| 95-th percentile | 25.23969 |
| Maximum | 63.839506 |
| Range | 55.443673 |
| Interquartile range (IQR) | 4.3745705 |
Descriptive statistics
| Standard deviation | 3.338193 |
|---|---|
| Coefficient of variation (CV) | 0.1726061 |
| Kurtosis | 2.3387551 |
| Mean | 19.339948 |
| Median Absolute Deviation (MAD) | 2.1715922 |
| Skewness | 0.74349696 |
| Sum | 644639.13 |
| Variance | 11.143532 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18 | 98 | 0.3% |
| 19 | 79 | 0.2% |
| 16 | 78 | 0.2% |
| 17 | 77 | 0.2% |
| 20 | 69 | 0.2% |
| 17.5 | 48 | 0.1% |
| 18.5 | 46 | 0.1% |
| 21 | 45 | 0.1% |
| 16.5 | 44 | 0.1% |
| 22 | 43 | 0.1% |
| Other values (20708) | 32705 |
| Value | Count | Frequency (%) |
| 8.395833333 | 1 | |
| 8.975609756 | 1 | |
| 9.3 | 1 | |
| 9.428571429 | 1 | |
| 9.653846154 | 1 | |
| 9.764705882 | 1 | |
| 9.876190476 | 1 | |
| 10 | 1 | |
| 10.16666667 | 1 | |
| 10.3 | 1 |
| Value | Count | Frequency (%) |
| 63.83950617 | 1 | |
| 59.86764706 | 1 | |
| 41.2 | 2 | |
| 39.60055866 | 1 | |
| 37.25 | 1 | |
| 37.01754386 | 1 | |
| 37 | 1 | |
| 36.98550725 | 1 | |
| 36.01470588 | 1 | |
| 35.98532495 | 1 |
temperature_fahrenheit
Real number (ℝ)
| Distinct | 11844 |
|---|---|
| Distinct (%) | 35.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 98.297958 |
| Minimum | 0 |
|---|---|
| Maximum | 171.825 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 520.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 97.143348 |
| Q1 | 97.95 |
| median | 98.3 |
| Q3 | 98.723256 |
| 95-th percentile | 99.585714 |
| Maximum | 171.825 |
| Range | 171.825 |
| Interquartile range (IQR) | 0.77325581 |
Descriptive statistics
| Standard deviation | 2.1718916 |
|---|---|
| Coefficient of variation (CV) | 0.022094982 |
| Kurtosis | 717.22602 |
| Mean | 98.297958 |
| Median Absolute Deviation (MAD) | 0.38333333 |
| Skewness | -12.707039 |
| Sum | 3276467.5 |
| Variance | 4.717113 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 98.2 | 297 | 0.9% |
| 98.4 | 270 | 0.8% |
| 98.3 | 255 | 0.8% |
| 98.1 | 253 | 0.8% |
| 98 | 233 | 0.7% |
| 97.9 | 203 | 0.6% |
| 98.6 | 192 | 0.6% |
| 98.5 | 185 | 0.6% |
| 97.8 | 153 | 0.5% |
| 98.7 | 153 | 0.5% |
| Other values (11834) | 31138 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 7.4 | 1 | |
| 33.25 | 1 | |
| 33.5 | 1 | |
| 35.1125 | 1 | |
| 35.16666667 | 1 | |
| 35.225 | 1 | |
| 35.3 | 1 | |
| 35.8 | 1 | |
| 36 | 1 |
| Value | Count | Frequency (%) |
| 171.825 | 1 | |
| 164.3923077 | 1 | |
| 161.8285714 | 1 | |
| 157.4933333 | 1 | |
| 153.64375 | 1 | |
| 152.0125 | 1 | |
| 147.7222222 | 1 | |
| 145.2157895 | 1 | |
| 133.1384615 | 1 | |
| 125.8733333 | 1 |
height_cm
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 203 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 168.77103 |
| Minimum | 0 |
|---|---|
| Maximum | 292 |
| Zeros | 31 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 520.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 152 |
| Q1 | 163 |
| median | 170 |
| Q3 | 178 |
| 95-th percentile | 185 |
| Maximum | 292 |
| Range | 292 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 14.194742 |
|---|---|
| Coefficient of variation (CV) | 0.084106505 |
| Kurtosis | 35.977298 |
| Mean | 168.77103 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -3.7801345 |
| Sum | 5625476 |
| Variance | 201.49069 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 178 | 3120 | 9.4% |
| 173 | 2794 | 8.4% |
| 168 | 2625 | 7.9% |
| 170 | 2518 | 7.6% |
| 165 | 2517 | 7.6% |
| 163 | 2348 | 7.0% |
| 175 | 2272 | 6.8% |
| 183 | 2269 | 6.8% |
| 157 | 1998 | 6.0% |
| 160 | 1842 | 5.5% |
| Other values (193) | 9029 |
| Value | Count | Frequency (%) |
| 0 | 31 | |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 11 | 2 | < 0.1% |
| 13 | 8 | < 0.1% |
| 14 | 2 | < 0.1% |
| 15 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 51 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 292 | 1 | |
| 284 | 1 | |
| 264 | 1 | |
| 249 | 1 | |
| 244 | 1 | |
| 241 | 2 | |
| 231 | 1 | |
| 226 | 2 | |
| 218 | 1 | |
| 215 | 1 |
admission_weight_lbs
Real number (ℝ)
| Distinct | 3621 |
|---|---|
| Distinct (%) | 10.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 181.4095 |
| Minimum | 0 |
|---|---|
| Maximum | 924.2 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 520.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 112.2 |
| Q1 | 147 |
| median | 174.7 |
| Q3 | 208.1 |
| 95-th percentile | 270.6 |
| Maximum | 924.2 |
| Range | 924.2 |
| Interquartile range (IQR) | 61.1 |
Descriptive statistics
| Standard deviation | 52.442057 |
|---|---|
| Coefficient of variation (CV) | 0.28908109 |
| Kurtosis | 8.9499189 |
| Mean | 181.4095 |
| Median Absolute Deviation (MAD) | 30.1 |
| Skewness | 1.6502129 |
| Sum | 6046741.5 |
| Variance | 2750.1693 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 176 | 404 | 1.2% |
| 154 | 395 | 1.2% |
| 165 | 323 | 1.0% |
| 169.4 | 276 | 0.8% |
| 198 | 274 | 0.8% |
| 149.6 | 259 | 0.8% |
| 132 | 256 | 0.8% |
| 220 | 234 | 0.7% |
| 171.6 | 219 | 0.7% |
| 187 | 211 | 0.6% |
| Other values (3611) | 30481 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 2.2 | 10 | |
| 14.3 | 1 | < 0.1% |
| 52.5 | 1 | < 0.1% |
| 52.8 | 1 | < 0.1% |
| 53.875 | 1 | < 0.1% |
| 54.1 | 1 | < 0.1% |
| 54.13333333 | 2 | < 0.1% |
| 56 | 1 | < 0.1% |
| 57 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 924.2 | 1 | |
| 918.5 | 1 | |
| 796.4 | 1 | |
| 792 | 1 | |
| 786.28 | 1 | |
| 705.5714286 | 1 | |
| 705.1 | 1 | |
| 633.2333333 | 1 | |
| 626.9 | 1 | |
| 605 | 1 |
o2_saturation_pulseoxymetry2
Real number (ℝ)
| Distinct | 17718 |
|---|---|
| Distinct (%) | 53.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 96.699995 |
| Minimum | 41.5 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 520.8 KiB |
Quantile statistics
| Minimum | 41.5 |
|---|---|
| 5-th percentile | 93.839863 |
| Q1 | 95.796714 |
| median | 96.904762 |
| Q3 | 97.903226 |
| 95-th percentile | 99.131433 |
| Maximum | 100 |
| Range | 58.5 |
| Interquartile range (IQR) | 2.1065123 |
Descriptive statistics
| Standard deviation | 1.9592427 |
|---|---|
| Coefficient of variation (CV) | 0.020261042 |
| Kurtosis | 69.005561 |
| Mean | 96.699995 |
| Median Absolute Deviation (MAD) | 1.0536348 |
| Skewness | -4.5001724 |
| Sum | 3223204.2 |
| Variance | 3.838632 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 97 | 141 | 0.4% |
| 98 | 136 | 0.4% |
| 96 | 110 | 0.3% |
| 97.5 | 72 | 0.2% |
| 99 | 72 | 0.2% |
| 95 | 65 | 0.2% |
| 96.5 | 65 | 0.2% |
| 98.5 | 55 | 0.2% |
| 97.25 | 54 | 0.2% |
| 96.66666667 | 53 | 0.2% |
| Other values (17708) | 32509 |
| Value | Count | Frequency (%) |
| 41.5 | 1 | |
| 47.2 | 1 | |
| 54.44 | 1 | |
| 57.85714286 | 1 | |
| 61.36363636 | 1 | |
| 62.27659574 | 1 | |
| 67 | 1 | |
| 68.1 | 1 | |
| 68.25 | 1 | |
| 69 | 1 |
| Value | Count | Frequency (%) |
| 100 | 39 | |
| 99.99065421 | 1 | < 0.1% |
| 99.98412698 | 1 | < 0.1% |
| 99.98076923 | 1 | < 0.1% |
| 99.97435897 | 1 | < 0.1% |
| 99.96969697 | 2 | < 0.1% |
| 99.96774194 | 1 | < 0.1% |
| 99.96428571 | 1 | < 0.1% |
| 99.96363636 | 1 | < 0.1% |
| 99.96153846 | 1 | < 0.1% |
pH_dipstick
Real number (ℝ)
MISSING 
| Distinct | 201 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 18615 |
| Missing (%) | 55.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.9153486 |
| Minimum | 5 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 520.8 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 5.5 |
| median | 6 |
| Q3 | 6.3333333 |
| 95-th percentile | 7 |
| Maximum | 9 |
| Range | 4 |
| Interquartile range (IQR) | 0.83333333 |
Descriptive statistics
| Standard deviation | 0.68927327 |
|---|---|
| Coefficient of variation (CV) | 0.11652285 |
| Kurtosis | 1.0007768 |
| Mean | 5.9153486 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 0.82966827 |
| Sum | 87056.186 |
| Variance | 0.47509763 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 3190 | 9.6% |
| 5.5 | 2512 | 7.5% |
| 5 | 2399 | 7.2% |
| 6.5 | 1582 | 4.7% |
| 7 | 772 | 2.3% |
| 5.75 | 652 | 2.0% |
| 6.25 | 424 | 1.3% |
| 5.25 | 312 | 0.9% |
| 7.5 | 254 | 0.8% |
| 5.833333333 | 171 | 0.5% |
| Other values (191) | 2449 | 7.3% |
| (Missing) | 18615 |
| Value | Count | Frequency (%) |
| 5 | 2399 | |
| 5.055555556 | 1 | < 0.1% |
| 5.0625 | 2 | < 0.1% |
| 5.071428571 | 7 | < 0.1% |
| 5.083333333 | 7 | < 0.1% |
| 5.1 | 12 | < 0.1% |
| 5.125 | 24 | 0.1% |
| 5.142857143 | 2 | < 0.1% |
| 5.153846154 | 1 | < 0.1% |
| 5.166666667 | 79 | 0.2% |
| Value | Count | Frequency (%) |
| 9 | 12 | < 0.1% |
| 8.75 | 2 | < 0.1% |
| 8.5 | 65 | 0.2% |
| 8.416666667 | 2 | < 0.1% |
| 8.409090909 | 1 | < 0.1% |
| 8.25 | 4 | < 0.1% |
| 8.230769231 | 1 | < 0.1% |
| 8.083333333 | 1 | < 0.1% |
| 8.00862069 | 1 | < 0.1% |
| 8 | 165 |
| admission_type | admission_weight_lbs | age | ethnicity | first_careunit | gcs_eye_opening | gcs_motor_response | gcs_verbal_response | gender | heart_rate_mean | height_cm | hospital_expire_flag | icu_los | non_invasive_blood_pressure_diastolic | non_invasive_blood_pressure_mean | o2_saturation_pulseoxymetry2 | pH_dipstick | respiratory_rate | temperature_fahrenheit | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| admission_type | 1.000 | 0.055 | 0.022 | 0.095 | 0.201 | -0.071 | -0.092 | -0.054 | 0.058 | -0.005 | 0.019 | 0.136 | 0.020 | -0.039 | -0.039 | -0.027 | 0.030 | 0.008 | 0.012 |
| admission_weight_lbs | 0.055 | 1.000 | -0.187 | 0.037 | 0.035 | -0.043 | -0.045 | -0.005 | 0.249 | -0.005 | 0.459 | 0.051 | 0.013 | 0.087 | 0.084 | -0.169 | -0.074 | 0.028 | 0.097 |
| age | 0.022 | -0.187 | 1.000 | 0.071 | 0.084 | -0.019 | -0.034 | -0.036 | 0.104 | -0.175 | -0.169 | 0.106 | 0.015 | -0.341 | -0.238 | -0.061 | -0.172 | 0.067 | -0.221 |
| ethnicity | 0.095 | 0.037 | 0.071 | 1.000 | 0.065 | 0.057 | 0.055 | 0.075 | 0.083 | -0.045 | 0.073 | 0.087 | -0.035 | -0.118 | -0.115 | -0.162 | -0.073 | -0.031 | -0.075 |
| first_careunit | 0.201 | 0.035 | 0.084 | 0.065 | 1.000 | 0.061 | 0.198 | -0.084 | 0.111 | 0.120 | -0.051 | 0.187 | 0.184 | 0.197 | 0.223 | 0.000 | 0.144 | 0.073 | 0.226 |
| gcs_eye_opening | -0.071 | -0.043 | -0.019 | 0.057 | 0.061 | 1.000 | 0.854 | 0.823 | 0.065 | -0.060 | -0.033 | 0.469 | -0.287 | 0.065 | 0.045 | -0.202 | -0.016 | -0.072 | -0.210 |
| gcs_motor_response | -0.092 | -0.045 | -0.034 | 0.055 | 0.198 | 0.854 | 1.000 | 0.798 | 0.076 | -0.069 | -0.039 | 0.441 | -0.259 | 0.088 | 0.080 | -0.191 | 0.002 | -0.086 | -0.162 |
| gcs_verbal_response | -0.054 | -0.005 | -0.036 | 0.075 | -0.084 | 0.823 | 0.798 | 1.000 | 0.063 | -0.099 | 0.005 | 0.440 | -0.419 | 0.045 | 0.016 | -0.231 | -0.047 | -0.144 | -0.286 |
| gender | 0.058 | 0.249 | 0.104 | 0.083 | 0.111 | 0.065 | 0.076 | 0.063 | 1.000 | -0.043 | 0.689 | 0.032 | -0.024 | 0.142 | 0.110 | -0.023 | -0.024 | -0.028 | 0.024 |
| heart_rate_mean | -0.005 | -0.005 | -0.175 | -0.045 | 0.120 | -0.060 | -0.069 | -0.099 | -0.043 | 1.000 | -0.026 | 0.120 | 0.140 | 0.189 | 0.083 | -0.067 | -0.003 | 0.314 | 0.180 |
| height_cm | 0.019 | 0.459 | -0.169 | 0.073 | -0.051 | -0.033 | -0.039 | 0.005 | 0.689 | -0.026 | 1.000 | 0.033 | -0.018 | 0.158 | 0.123 | -0.032 | -0.019 | -0.040 | 0.039 |
| hospital_expire_flag | 0.136 | 0.051 | 0.106 | 0.087 | 0.187 | 0.469 | 0.441 | 0.440 | 0.032 | 0.120 | 0.033 | 1.000 | 0.170 | -0.111 | -0.132 | -0.092 | -0.070 | 0.183 | -0.004 |
| icu_los | 0.020 | 0.013 | 0.015 | -0.035 | 0.184 | -0.287 | -0.259 | -0.419 | -0.024 | 0.140 | -0.018 | 0.170 | 1.000 | -0.000 | 0.017 | -0.016 | 0.072 | 0.244 | 0.223 |
| non_invasive_blood_pressure_diastolic | -0.039 | 0.087 | -0.341 | -0.118 | 0.197 | 0.065 | 0.088 | 0.045 | 0.142 | 0.189 | 0.158 | -0.111 | -0.000 | 1.000 | 0.923 | -0.055 | 0.229 | 0.021 | 0.138 |
| non_invasive_blood_pressure_mean | -0.039 | 0.084 | -0.238 | -0.115 | 0.223 | 0.045 | 0.080 | 0.016 | 0.110 | 0.083 | 0.123 | -0.132 | 0.017 | 0.923 | 1.000 | -0.050 | 0.233 | 0.010 | 0.165 |
| o2_saturation_pulseoxymetry2 | -0.027 | -0.169 | -0.061 | -0.162 | 0.000 | -0.202 | -0.191 | -0.231 | -0.023 | -0.067 | -0.032 | -0.092 | -0.016 | -0.055 | -0.050 | 1.000 | 0.024 | -0.198 | 0.010 |
| pH_dipstick | 0.030 | -0.074 | -0.172 | -0.073 | 0.144 | -0.016 | 0.002 | -0.047 | -0.024 | -0.003 | -0.019 | -0.070 | 0.072 | 0.229 | 0.233 | 0.024 | 1.000 | -0.012 | 0.157 |
| respiratory_rate | 0.008 | 0.028 | 0.067 | -0.031 | 0.073 | -0.072 | -0.086 | -0.144 | -0.028 | 0.314 | -0.040 | 0.183 | 0.244 | 0.021 | 0.010 | -0.198 | -0.012 | 1.000 | 0.192 |
| temperature_fahrenheit | 0.012 | 0.097 | -0.221 | -0.075 | 0.226 | -0.210 | -0.162 | -0.286 | 0.024 | 0.180 | 0.039 | -0.004 | 0.223 | 0.138 | 0.165 | 0.010 | 0.157 | 0.192 | 1.000 |
| age | gender | ethnicity | admission_type | first_careunit | icu_los | hospital_expire_flag | heart_rate_mean | gcs_eye_opening | gcs_verbal_response | gcs_motor_response | non_invasive_blood_pressure_diastolic | non_invasive_blood_pressure_mean | respiratory_rate | temperature_fahrenheit | height_cm | admission_weight_lbs | o2_saturation_pulseoxymetry2 | pH_dipstick | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 5 | 58 | F | WHITE | EW EMER. | Trauma SICU (TSICU) | 0.106192 | 0 | 68.083333 | NaN | NaN | NaN | 85.333333 | 101.833333 | 16.250000 | 98.800000 | 152.0 | 156.200000 | 99.300000 | NaN |
| 56 | 56 | M | WHITE | EW EMER. | Coronary Care Unit (CCU) | 0.440868 | 0 | 83.666667 | NaN | NaN | NaN | 83.153846 | 92.769231 | 15.866667 | 96.250000 | 178.0 | 152.700000 | 97.785714 | NaN |
| 57 | 83 | F | WHITE | EW EMER. | Coronary Care Unit (CCU) | 0.227558 | 0 | 72.666667 | NaN | NaN | NaN | 53.400000 | 68.000000 | 24.500000 | 97.500000 | 147.0 | 116.600000 | 96.666667 | NaN |
| 128 | 70 | M | WHITE | EW EMER. | Cardiac Vascular Intensive Care Unit (CVICU) | 0.325185 | 1 | 84.571429 | NaN | NaN | NaN | NaN | NaN | 16.000000 | 91.400000 | 174.0 | 136.500000 | 89.400000 | NaN |
| 144 | 82 | F | BLACK/AFRICAN AMERICAN | EW EMER. | Medical/Surgical Intensive Care Unit (MICU/SICU) | 0.977824 | 0 | 63.842105 | 4.0 | NaN | 6.0 | 53.388889 | 67.421053 | 18.526316 | 97.750000 | 157.0 | 193.600000 | 96.850000 | 7.0 |
| 151 | 40 | M | WHITE | EW EMER. | Medical/Surgical Intensive Care Unit (MICU/SICU) | 1.027164 | 0 | 84.238095 | NaN | NaN | NaN | 84.476190 | 96.550000 | 20.250000 | 98.428571 | 160.0 | 173.600000 | 97.190476 | NaN |
| 153 | 54 | F | WHITE | EW EMER. | Medical/Surgical Intensive Care Unit (MICU/SICU) | 0.772049 | 0 | 85.789474 | NaN | NaN | NaN | 59.444444 | 68.666667 | 18.944444 | 97.780000 | 160.0 | 150.833333 | 95.833333 | NaN |
| 156 | 23 | F | BLACK/CARIBBEAN ISLAND | EW EMER. | Medical/Surgical Intensive Care Unit (MICU/SICU) | 1.470938 | 0 | 75.025000 | NaN | NaN | NaN | 61.297297 | 73.297297 | 26.350000 | 98.900000 | 160.0 | 204.200000 | 98.538462 | NaN |
| 158 | 77 | F | WHITE | EW EMER. | Medical/Surgical Intensive Care Unit (MICU/SICU) | 0.178275 | 0 | 100.608696 | NaN | NaN | NaN | 66.300000 | 88.400000 | 18.826087 | 97.000000 | 168.0 | 152.900000 | 97.739130 | NaN |
| 162 | 51 | F | WHITE | EW EMER. | Medical/Surgical Intensive Care Unit (MICU/SICU) | 0.091250 | 0 | 76.500000 | NaN | NaN | NaN | 80.909091 | 92.454545 | 18.071429 | 98.600000 | 163.0 | 169.400000 | 98.071429 | NaN |
| age | gender | ethnicity | admission_type | first_careunit | icu_los | hospital_expire_flag | heart_rate_mean | gcs_eye_opening | gcs_verbal_response | gcs_motor_response | non_invasive_blood_pressure_diastolic | non_invasive_blood_pressure_mean | respiratory_rate | temperature_fahrenheit | height_cm | admission_weight_lbs | o2_saturation_pulseoxymetry2 | pH_dipstick | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68991 | 23 | F | WHITE | URGENT | Cardiac Vascular Intensive Care Unit (CVICU) | 4.972199 | 0 | 68.268116 | 2.958333 | 2.0 | 4.875000 | 58.660000 | 69.840000 | 19.815603 | 98.700000 | 152.0 | 128.7 | 97.028169 | 5.833333 |
| 68993 | 66 | M | WHITE | URGENT | Cardiac Vascular Intensive Care Unit (CVICU) | 0.712326 | 0 | 75.800000 | 1.750000 | 2.0 | 2.250000 | 67.400000 | 86.800000 | 14.900000 | 98.260000 | 168.0 | 144.5 | 98.200000 | NaN |
| 68994 | 69 | M | UNABLE TO OBTAIN | URGENT | Cardiac Vascular Intensive Care Unit (CVICU) | 1.083171 | 0 | 97.205882 | 3.000000 | 2.0 | 5.000000 | 57.333333 | 69.583333 | 16.558824 | 99.075000 | 175.0 | 196.0 | 93.843750 | NaN |
| 68995 | 37 | M | WHITE | EW EMER. | Cardiac Vascular Intensive Care Unit (CVICU) | 1.240324 | 0 | 90.375000 | 1.750000 | 2.0 | 2.250000 | 63.500000 | 73.250000 | 20.387097 | 98.257143 | 170.0 | 235.4 | 98.500000 | NaN |
| 68997 | 27 | M | WHITE | EW EMER. | Medical/Surgical Intensive Care Unit (MICU/SICU) | 1.137106 | 0 | 91.285714 | 3.250000 | 2.0 | 6.000000 | 77.423077 | 92.384615 | 17.071429 | 100.312500 | 180.0 | 311.3 | 96.857143 | NaN |
| 68998 | 91 | M | ASIAN | EW EMER. | Medical/Surgical Intensive Care Unit (MICU/SICU) | 6.006076 | 0 | 81.814286 | 2.942857 | 2.0 | 5.257143 | 54.438849 | 70.078571 | 18.323944 | 98.363889 | 155.0 | 151.8 | 99.321918 | NaN |
| 68999 | 80 | M | WHITE | URGENT | Medical/Surgical Intensive Care Unit (MICU/SICU) | 3.129086 | 0 | 76.572650 | 3.000000 | 2.0 | 5.176471 | 53.235849 | 71.773585 | 18.311927 | 98.056000 | 175.0 | 193.4 | 99.267241 | NaN |
| 69002 | 91 | F | BLACK/AFRICAN AMERICAN | EW EMER. | Medical/Surgical Intensive Care Unit (MICU/SICU) | 1.451169 | 0 | 73.294118 | 2.846154 | 2.0 | 5.461538 | 60.470588 | 75.058824 | 17.382353 | 97.416667 | 168.0 | 184.4 | 98.970588 | 6.500000 |
| 69003 | 56 | F | WHITE | EW EMER. | Medical/Surgical Intensive Care Unit (MICU/SICU) | 12.100984 | 0 | 100.244828 | 3.779661 | 2.0 | 4.881356 | 59.428571 | 70.780488 | 15.241379 | 98.353247 | 160.0 | 121.0 | 96.879310 | 6.166667 |
| 69004 | 64 | F | WHITE | EW EMER. | Medical/Surgical Intensive Care Unit (MICU/SICU) | 4.144213 | 0 | 107.104000 | 3.400000 | 2.0 | 5.400000 | 65.440000 | 88.820000 | 21.039683 | 98.364000 | 163.0 | 132.0 | 97.566667 | NaN |